{"id":"W4386183795","doi":"10.46298/cst.12131","title":"The single transport passe in and around Paris: a sustainable solution?","year":2013,"lang":"en","type":"article","venue":"˜Les œCahiers scientifiques du transport","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère des Transports; Conseil Régional, Île-de-France; Crohn's and Colitis Foundation of America","keywords":"Tariff; Solidarity; Incentive; Urban sprawl; Public transport; Economics; Business; Political science; International economics; Urban planning; Market economy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00193164,0.0001995484,0.0002618131,0.0001149804,0.003366233,0.0002810677,0.0003500235,0.0001964997,0.00008494809],"category_scores_gemma":[0.00007579801,0.0001614625,0.0001187877,0.0007074793,0.003522541,0.0006507579,0.00001501298,0.0002697312,0.00001266415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488719,"about_ca_system_score_gemma":0.0002144908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05490251,"about_ca_topic_score_gemma":0.1088162,"domain_scores_codex":[0.997523,0.0001657162,0.0003949683,0.0004419565,0.0005537359,0.0009205869],"domain_scores_gemma":[0.999051,0.0001611156,0.00009205831,0.0001943782,0.0002861362,0.0002153504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005656612,0.0006064243,0.3080924,0.0001633909,0.0001220556,0.0001389628,0.3027574,0.00001950243,0.0003229521,0.3562046,0.02208255,0.009433264],"study_design_scores_gemma":[0.0005703371,0.00006694526,0.189424,0.00006052336,0.00004194538,0.00000144354,0.1091554,0.00005205865,0.00007196136,0.03234325,0.6676995,0.0005126629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088475,0.004949092,0.0009152159,0.005931897,0.0005806596,0.001113382,0.000009318662,0.0001851551,0.07746775],"genre_scores_gemma":[0.966228,0.002004022,0.0001551675,0.0001217197,0.0001417523,0.0001447028,0.00000855964,0.00001538314,0.03118068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456169,"threshold_uncertainty_score":0.9991893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478203231983217,"score_gpt":0.2201142838238671,"score_spread":0.205332251504035,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}